English

Heuristics for Vehicle Routing Problem: A Survey and Recent Advances

Artificial Intelligence 2023-03-09 v1 Optimization and Control

Abstract

Vehicle routing is a well-known optimization research topic with significant practical importance. Among different approaches to solving vehicle routing, heuristics can produce a satisfactory solution at a reasonable computational cost. Consequently, much effort has been made in the past decades to develop vehicle routing heuristics. In this article, we systematically survey the existing vehicle routing heuristics, particularly on works carried out in recent years. A classification of vehicle routing heuristics is presented, followed by a review of their methodologies, recent developments, and applications. Moreover, we present a general framework of state-of-the-art methods and provide insights into their success. Finally, three emerging research topics with notable works and future directions are discussed.

Keywords

Cite

@article{arxiv.2303.04147,
  title  = {Heuristics for Vehicle Routing Problem: A Survey and Recent Advances},
  author = {Fei Liu and Chengyu Lu and Lin Gui and Qingfu Zhang and Xialiang Tong and Mingxuan Yuan},
  journal= {arXiv preprint arXiv:2303.04147},
  year   = {2023}
}